Reproducibility Report for ACM SIGMOD 2024 Paper: 'ALP: Adaptive Lossless Floating-Point Compression'

This report describes the reproducibility evaluation carried out for the research paper ''ALP: Adaptive Lossless Floating-Point Compression'', authored by Azim Afroozeh, Leonardo Kuffó, and Peter Boncz from the Centrum Wiskunde & Informatica (CWI), located in Amsterdam, Netherlands. The paper, presented at SIGMOD 2024, introduces ALP, a novel adaptive lossless compression algorithm for floating-point datasets. The results of the reproducibility evaluation confirm the core contributions of the original paper, showing that ALP consistently outperforms state-of-the-art techniques in both compression ratio and (de)compression speed.

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Published
2025-03-21
DOI
https://doi.org/10.1145/3687998.3717057
Primary Topic
Numerical Methods and Algorithms
Type
article
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Reproducibility Report for ACM SIGMOD 2024 Paper: 'ALP: Adaptive Lossless Floating-Point Compression'

Leonardo Kuffò, George Katsogiannis-Meimarakis, Peter Boncz, Luca Zecchini et al.
Numerical Methods and Algorithms
article

Reproducibility Report for ACM SIGMOD 2024 Paper: 'ALP: Adaptive Lossless Floating-Point Compression'

Leonardo Kuffò, George Katsogiannis-Meimarakis, Peter Boncz, Luca Zecchini, Azim Afroozeh, Bogdan Nicuşor Bindea
article en

Abstract

This report describes the reproducibility evaluation carried out for the research paper ''ALP: Adaptive Lossless Floating-Point Compression'', authored by Azim Afroozeh, Leonardo Kuffó, and Peter Boncz from the Centrum Wiskunde & Informatica (CWI), located in Amsterdam, Netherlands. The paper, presented at SIGMOD 2024, introduces ALP, a novel adaptive lossless compression algorithm for floating-point datasets. The results of the reproducibility evaluation confirm the core contributions of the original paper, showing that ALP consistently outperforms state-of-the-art techniques in both compression ratio and (de)compression speed.

University of Modena and Reggio Emilia (IT), Centrum Wiskunde & Informatica (NL), Technical University of Cluj-Napoca (RO), Athena Research and Innovation Center In Information Communication & Knowledge Technologies (GR)
Openalex Percentile: Top 93%
Numerical Methods and Algorithms
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Reproducibility Report for ACM SIGMOD 2024 Paper: 'ALP: Adaptive Lossless Floating-Point Compression' — Leonardo Kuffò, George Katsogiannis-Meimarakis, et al. · (2025) | TGRS Research Map | TGRS